EIT-NLP / Awesome-Latent-CoTLinks
This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
☆96Updated this week
Alternatives and similar repositories for Awesome-Latent-CoT
Users that are interested in Awesome-Latent-CoT are comparing it to the libraries listed below
Sorting:
- ☆64Updated last month
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆53Updated 2 months ago
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆145Updated 2 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆218Updated last week
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆54Updated 6 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆56Updated 5 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond☆228Updated this week
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆79Updated 3 months ago
- The official code repository for PRMBench.☆73Updated 3 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆28Updated 2 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆84Updated 3 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆69Updated 3 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆106Updated last month
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆61Updated this week
- Model merging is a highly efficient approach for long-to-short reasoning.☆47Updated 2 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆120Updated this week
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆78Updated 4 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆48Updated last month
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆105Updated 5 months ago
- ☆57Updated this week
- ☆33Updated 8 months ago
- ☆38Updated 3 months ago
- [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"☆19Updated last week
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆73Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆121Updated 2 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆213Updated 3 weeks ago
- A Survey on the Honesty of Large Language Models☆57Updated 5 months ago
- A comprehensive collection of process reward models.☆85Updated last week
- Implementation code for ACL2024：Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- a survey of long-context LLMs from four perspectives, architecture, infrastructure, training, and evaluation☆50Updated 2 months ago